{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T21:13:38Z","timestamp":1790802818514,"version":"4.1.0"},"reference-count":39,"publisher":"Wiley","issue":"11","license":[{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"vor","delay-in-days":24,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Int J of Rheum Dis"],"published-print":{"date-parts":[[2025,11]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>\n                      Rheumatoid arthritis (\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      ) is a complex autoimmune disease influenced by genetic and immune dysregulation. The causal roles of specific immune\u2010related genes in\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      pathogenesis remain incompletely understood.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      We conducted a large\u2010scale genome\u2010wide association study (\n                      <jats:styled-content style=\"fixed-case\">GWAS<\/jats:styled-content>\n                      ) meta\u2010analysis across three\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      cohorts to identify genome\u2010wide significant risk loci. Causal genes and proteins were prioritized by integrating these results with cis\u2010\n                      <jats:styled-content style=\"fixed-case\">eQTL<\/jats:styled-content>\n                      and\n                      <jats:styled-content style=\"fixed-case\">pQTL<\/jats:styled-content>\n                      datasets using two\u2010sample Mendelian randomization (\n                      <jats:styled-content style=\"fixed-case\">MR<\/jats:styled-content>\n                      ) and summary\u2010data\u2010based\n                      <jats:styled-content style=\"fixed-case\">MR<\/jats:styled-content>\n                      (\n                      <jats:styled-content style=\"fixed-case\">SMR<\/jats:styled-content>\n                      ). Cell\u2010type\u2010specific expression was assessed using single\u2010cell\n                      <jats:styled-content style=\"fixed-case\">RNA<\/jats:styled-content>\n                      sequencing (\n                      <jats:styled-content style=\"fixed-case\">scRNA<\/jats:styled-content>\n                      \u2010seq), and gene expression in\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      synovial tissue was validated via bulk\n                      <jats:styled-content style=\"fixed-case\">RNA<\/jats:styled-content>\n                      \u2010seq.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      We identified 29 independent\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      \u2010associated loci, including 7 novel associations. Integrated\n                      <jats:styled-content style=\"fixed-case\">MR<\/jats:styled-content>\n                      and\n                      <jats:styled-content style=\"fixed-case\">SMR<\/jats:styled-content>\n                      analyses classified\n                      <jats:styled-content style=\"fixed-case\">ERAP2<\/jats:styled-content>\n                      as a high\u2010confidence causal gene, while\n                      <jats:styled-content style=\"fixed-case\">SWAP70<\/jats:styled-content>\n                      and\n                      <jats:styled-content style=\"fixed-case\">LTBR<\/jats:styled-content>\n                      were deemed moderate\u2010confidence causal genes.\n                      <jats:styled-content style=\"fixed-case\">SWAP70<\/jats:styled-content>\n                      showed a protective association, whereas\n                      <jats:styled-content style=\"fixed-case\">ERAP2<\/jats:styled-content>\n                      and\n                      <jats:styled-content style=\"fixed-case\">LTBR<\/jats:styled-content>\n                      were positively associated with\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      risk. Single\u2010cell transcriptomic analysis revealed cell\u2010type\u2010specific enrichment, with\n                      <jats:styled-content style=\"fixed-case\">SWAP70<\/jats:styled-content>\n                      prevalent in B cells and\n                      <jats:styled-content style=\"fixed-case\">LTBR<\/jats:styled-content>\n                      in dendritic cells. Bulk\n                      <jats:styled-content style=\"fixed-case\">RNA<\/jats:styled-content>\n                      \u2010seq confirmed the upregulation of\n                      <jats:styled-content style=\"fixed-case\">SWAP70<\/jats:styled-content>\n                      ,\n                      <jats:styled-content style=\"fixed-case\">RASGRP1<\/jats:styled-content>\n                      , and\n                      <jats:styled-content style=\"fixed-case\">RHOH<\/jats:styled-content>\n                      in\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      patients.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>\n                      Our integrative multi\u2010omics framework reveals immune regulatory genes with potential causal roles in\n                      <jats:styled-content style=\"fixed-case\">RA<\/jats:styled-content>\n                      pathogenesis, highlighting\n                      <jats:styled-content style=\"fixed-case\">ERAP2<\/jats:styled-content>\n                      ,\n                      <jats:styled-content style=\"fixed-case\">SWAP70<\/jats:styled-content>\n                      ,\n                      <jats:styled-content style=\"fixed-case\">LTBR<\/jats:styled-content>\n                      , and other candidates as promising therapeutic targets.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/1756-185x.70479","type":"journal-article","created":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T08:41:33Z","timestamp":1764060093000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Genome\u2010Wide Association Analysis and Multi\u2010Omic Mendelian Randomization Insight Into the Molecular Network of Immune\u2010Related Dysfunction in the Pathogenesis of Rheumatoid Arthritis"],"prefix":"10.1111","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-0642-7170","authenticated-orcid":false,"given":"Xiaohong","family":"Song","sequence":"first","affiliation":[{"name":"Department of Blood Transfusion The Third Xiangya Hospital, Central South University  Changsha Hunan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shanshan","family":"Lv","sequence":"additional","affiliation":[{"name":"Department of Blood Transfusion The Third Xiangya Hospital, Central South University  Changsha Hunan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lin","family":"Du","sequence":"additional","affiliation":[{"name":"Department of Blood Transfusion The Third Xiangya Hospital, Central South University  Changsha Hunan 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